David Münch

Menu
  • Home
  • Internal
    • F-Limette User Manual [de]
    • F-Limette User Manual [en]
    • Step-by-step setup for the SGT working environment
    • Summary of articles on situation recognition

Summary of articles on situation recognition

Summary of Articles on situation recognition

−Table of Contents

  • Conceptual representations between video signals and natural language descriptions
  • Representation of occurrences for road vehicle traffic
  • Rule Based High-Level Situation Recognition from Incomplete tracking Data

Conceptual representations between video signals and natural language descriptions

Arens 2008

Overview

A redesign of the experimental implementation of the artificial cognitive vision system for Incremental recognition of traffic situations from image sequeces (M. Haag, H.-H nagel, 2000) is presented. Modifications are made to the knowledge representation formalisms utilized in the systems, and an extension for generation of natural language texts from videos is demonstrated.

Background and Related Work

In a traffic situations, at least five levels of knowledge representation for a cognitive vision system can be identified:

  1. Representation of geometry of space-time developments in the road scene: in the image plane(2D) and in the depicted scene(3D)
  2. Representation of driving maneuvers tied specific traffic situations,
  3. Conceptual representation of all visible objects of interest: their attributes and elementary movements.
  4. Generic conceptual representations of the objects’ configuration in space and time as wells as their expected configurations at later times.
  5. some form of instantaneous natural language representation of developments.

The contributions of the work can be summarized into:

  • Facilitation of the extension of the Situational Graph Trees approach to recognition and representation from the exploratory phase presented by the previous work into practical application domains.
  • Development of software tools to ease the initial formulation of SGTs and their evolution.
  • A knowledge base for vehicle behavior in traffic situations represented as an SGT based on tracking results obtained from signal and geometry measurements by the overall system. Instantiating the SGT provides the input required to generate natural language descriptions of the developments in the video of interest.

There are various approaches to representation and use of conceptual knowledge in machine vision systems. Uncertainty in vision systems can be attributed to the inherent “noisy” nature of video sequences as all data streams do, and the vagueness of the concepts designed to communicate with the human user. To overcome noise, it is typical to represent numerical data in a symbolic or conceptual form. One approach representing this uncertainty is by explicit formalization based on the fuzzy extension of predicate logic. Then, by linking the quantitative data to qualitative concepts based on background knowledge, a conceptual description of the video sequence can be formulated.

Results and Evaluation
Conclusion

Representation of occurrences for road vehicle traffic

Gerber 2008

Overview

This work details a 3D-model-based Computer Vision procedure for the conversion of vehicle trajectories in vehicle image sequences of road traffic scenes(elementary vehicle actions) into conceptual representations (based on FMTHL). The resulting verb phrases can serve as a basis for higher layers of a Situational Recognition system.

Background and Related Work

Finding an accurate algorithmic transformation of video signals into natural language text is an important step towards machine vision. However, research on derivation of conceptual representations and textual descriptions of agent behaviors from visual input is plagued by uncertainties related to geometric results estimated from video sequences, and the semantic gap between computer vision results and action descriptions. This contribution is concerned with the latter challenge, and deals with isolatable agent activities, specifically rigid vehicles in videos recorded from road traffic.

Methodology

Video based Algorithmic text generation is concerned with at least two disciplines: computer vision and computational linguistics. This greatly complicates the presentation and analysis.

In this work, three groups of processes can be identified for the transformation of video signals into their corresponding textual representation.

  1. The subsystem for video recording and process steps including the 3D extraction of the geometric description of the scene. In the layered computer vision system as presented in Arens 2008, this constitutes the Sensor-Actuator Level, the Image signal -Level, the Picture-Domain-Level, and the Scene-Domain-Level. In this case, it constitutes the 3-D vehicle status together with the 3-D model of the vehicles that have been identified, initialized and tracked.
  2. This 3-D spatio-temporal information is then converted into an elementary conceptual representation represented in the Conceptual-Primitives-Layer. These conceptual primitives are then aggregated to obtain information about, for example, the behavior of agents in the depicted scene at the Behavior-Representation-Level.
  3. The Natural-Language-Level which comprises the natural language text-processing component, and possibly in the future, a natural language question-answering component.

From now onwards the focus will be on the Conceptual-Primitives – the major contribution of this work.

Principal steps for Text Generation

The following steps can be identified for importation of the geometric results of the core Computer Vision subsystem and the knowledge about the static part of the depicted scene into the conceptual representation subsystem.

  1. Conversion of the input from a quantitative, numerical representation into a qualitative conceptual one. First , the input discrete values are converted into discrete values compatible with predefine attribute schemes, then the attributes are combined to assert occurrences. Time scales relating to such conceptual representations of vehicle motion could extend from a fraction of a second to several seconds.
  2. Situational Analysis: Here the most appropriate description of vehicular behavior is determined from the combination of primitive conceptual representations with knowledge about the conditions in the scene that may influence the switch between particular occurrences. The time scale here could range from several seconds to a minute or even more.
  3. A Perspectivated Conceptual Scene Description(PCSD) is then generated from this Conceptual Scene Description. The PCSD is obtained by exploiting the human reader’s perspective on the temporal development of the recorded scene.
  4. The PCDS is then converted into a Natural Language Description by first converting the image (sub) sequence into a Discourse Representation Structure, and then into the output text.
Results and a-priori knowledge imported from the computer vision subsystem

The computer Vision subsystem provides tracking results and geometric lane data to the conceptual representation subsystem. The geometric lane data is then converted into a conceptual representation of the lane structure in the recorded scene for use by the FMTHL inference engine.

  • Importation of tracking results: Tracking results constitute geometric values of the positions of vehicles, their orientation, their velocity, and their steering angle for each agent and frame time point. These are converted into FMHTL facts which are imported into the conceptual representation subsystem.
  • Lane Geometry: The geometric lane model, which consists of points, lines and lane segments, is used in the conceptual representation subsystem to associate agent positions with lanes and to derive conceptual descriptions of the vehicle behavior. The lane data is converted into its conceptual representation in form of facts and FHTML-rules making the additional elementary properties about the lane geometry available in conceptual rather than quantitative geometric terms.
Generation of primitive conceptual representations for time-dependent agent properties

The facts obtained from the data provided by the Computer Vision subsystem constitute the link between the computer vision and the Conceptual Representation subsystem. However, since some of the facts obtained as part of the object status are quantitative numerical values(e.g. velocity and position of agents), it is necessary to compute the Degree of validity of the geometric values of the object’s status values for their mapping to discrete values that are used as inputs for the logical predicates used in the conceptual representation stage.

Occurrences

Although short term observations of a road vehicle can provide fairly good prediction regarding its subsequent motion in the next few seconds, a more reliable prediction could be obtained by taking into account the behavior of other traffic participants. An occurrence can generally be described as a recognizable movement primitive, and can in the case of road vehicle motion be categorized into:

  1. Perpetuative if the tend to retain the dominant aspect of a movement without major change,
  2. Mutative if the characterize the systematic change of some aspect
  3. terminative if they relate to the beginning or ending of a dominant movement characteristic.

Each occurrence can be characterized uniquely by a conjunction of predicates: a precondition which has to be satisfied before the occurrence is considered valid; a monotonicity condition indicating the type of admissible monotonous change which may take place while the occurrence represents a valid description; and a a post condition which becomes a true once the occurrence in question will no longer constitute adequate description of the temporal development in which the agent is involved. In this work the occurrences detailed are Occurrences referring to:

  • only the agent;
  • the agent and a location;
  • the agent and an additional object;
  • agent and a lane;

Additionally, to take temporal dependencies into account, transductors(finite state acceptance automatons) for occurrence recognition are applied. A transductor is designed for each occurrence type(perpetuative, mutative, terminative) to determine whether or not the required conditions are satisfied in the prescribed temporal order.

Results

In progress

Conclusion

Coming Soon

Rule Based High-Level Situation Recognition from Incomplete tracking Data

Münch 2012

Overview

Presents two techniques for improving the robustness of the FMTL/SGT high-level-situation recognition system, and also provides a knowledge-base for recognizing vehicle centered situations.

Background and Related Work

High-level situation recognition can be summarized into a two step process:

  1. The video data is processed to extract descriptions of and tracks for objects of interest: people, vehicles etc
  2. The tracks are processed to detect occurrence of interesting situations.

Errors in high-level situation recognition arise from two unavoidable phenomena: model imperfections(some aspects of the domain remain unobserved), and noisy observations. Particularly, noisy observations manifest as data gaps which arise from incomplete data due to object occlusion , object motion in areas with no sensor coverage, and machine perception technical problems. It is therefore necessary to adopt or formulate techniques that enable high-level recognition to effectively handle these, and possible any other forms of uncertainty.

Situation recognition can be done directly on on the acquired videos, or through a layered approach with each layer performing a specialized recognition task. The Situational Graph Tree approach, presented here, is one such hierarchical approach; it is based on Fuzzy Metric Temporal Logic that have been shown to allow for multi-hypothesis, real-time inference in a number of domains.

Methods

FMTL allows for handling of both uncertainty and vagueness; examples have been demonstrated in modelling aspects of the traffic domain and human behavior. The SGT-Editor is a powerful framework where both the internal representation of SGTs and the inference algorithm is programmed in formal FMTL. This in turn allows for fast, accurate inference about complex information.

Handling Incomplete Data

  • Interpolation of Input data

Here interpolation is used to fill in sensor(input) data missing for a particular interval of time by using the data neighboring that time interval. Weight adjustments are made to reflect the level of influence of the data at the beginning of the interval versus that at the end of the interval. However, special considerations has to be made if the data is of a radial nature.

  • Hallucinating High-Level Evidence.

Here noisy data is dealt with by allowing for the instantiation of situation schemes in which the majority of the preconditions are satisfied except for a few. The situation recognition system is extended to hallucinate the missing evidence and allow for that situation scheme to be instantiated. The situation graph traversal can therefore proceed with that path of inference.

  • Knowledge Base *

The start situation scheme PatientCar instantiates the car as the patient for the current agent. The situation schemesCarFar and CarNear can then be reached through temporal edges. Similar descriptions can be drawn for the rest of the situation schemes in the SGT.

Results

The publicly available VIRAT video dataset is used to test the proposed methods. The dataset provides files in which people and objects of interest are annotated, as well as a file where semantically interesting situations and all participating agents in the environment of a car pack are annotated. Some examples are: getting out of a vehicle, closing a trunk etc. Some results from the analysis of six videos are:

  • The proposed method never missed any interesting situation in the test set. However, some false positive classifications lead to bad results.
  • The proposed method is capable of handling incomplete data even if half of the data is missing.
  • The false positive rate increases with larger amounts of missing data, however at a rate that is lower than that without the data interpolation and hallucination.
Conclusion
  • A cognitive system that can deal with incomplete data for situation recognition is presented.
  • Incomplete data in a rule-based expert system can be dealt with by either interpolation of input data and its uncertainity as well as by hallucinating high-level inference rules.
  • The work extended the SGT-Editor and the situation recognition inference algorithm to handle incomplete data.
  • Finally, a knowledge base for recognizing vehicle-centered situations and the first ever evaluation of the VIRAT video dataset on a high semantic level is demonstrated.

635 thoughts on “Summary of articles on situation recognition”

  1. Pingback: generic ventolin
  2. Pingback: viagra pill for sale
  3. Pingback: ciprofloxacin coupon
  4. Pingback: cheap viagra
  5. Pingback: cialis generic tadalafil for sale
  6. Pingback: buy careprost online
  7. Pingback: sildenafil generic
  8. Pingback: viagra online canada pharmacy
  9. Pingback: generic ed pills
  10. Pingback: viagra online canada pharmacy
  11. Pingback: ed medications
  12. Pingback: erectile dysfunction medications
  13. Pingback: cialis 10 mg
  14. Pingback: buy amoxicillin online
  15. Pingback: pharmacy online
  16. Pingback: best price for tadalafil 20 mg
  17. Pingback: Real cialis online
  18. Pingback: vardenafil online pharmacy
  19. Pingback: levitra 20 mg
  20. Pingback: vardenafil 10mg
  21. Pingback: free slots online
  22. Pingback: online casino real money usa
  23. Pingback: viagra dosage
  24. Pingback: online casino slots no download
  25. Pingback: real money casino games
  26. Pingback: loans for bad credit
  27. Pingback: loans for bad credit
  28. Pingback: personal loans
  29. Pingback: viagra cost
  30. Pingback: 20 cialis
  31. Pingback: cialis to buy
  32. Pingback: buy hydroxychloroquine online
  33. Pingback: natural viagra
  34. Pingback: online casino games
  35. Pingback: play casino
  36. Pingback: best casino online
  37. Pingback: real money casino games
  38. Pingback: viagra online
  39. Pingback: viagra coupon
  40. Pingback: gambling games
  41. Pingback: real online casino
  42. Pingback: viagra prescription
  43. Pingback: mymvrc.org
  44. Pingback: cheap viagra
  45. Pingback: viagra
  46. Pingback: www.azhydroxychloroquine.com
  47. Pingback: cialis for sale
  48. Pingback: certified canadian international pharmacy
  49. Pingback: https://keflex.webbfenix.com
  50. Pingback: viagra without a doctor prescription
  51. Pingback: viagra online for sale
  52. Pingback: male erection
  53. Pingback: buy ed pills online
  54. Pingback: best over the counter ed pills
  55. Pingback: where can you get amoxicillin
  56. Pingback: viagra online canadian pharmacy
  57. Pingback: buy generic sildenafil uk
  58. Pingback: sildenafil over the counter canada
  59. Pingback: payday loans online fast deposit
  60. Pingback: order viagra from canada
  61. Pingback: sildenafil cheapest price in india
  62. Pingback: cost of viagra in us
  63. Pingback: viagra 200mg tablet
  64. Pingback: helping others essay
  65. Pingback: https://customessaywriterbyz.com
  66. Pingback: dissertation coaching services
  67. Pingback: how to write thesis proposal
  68. Pingback: viagra canada
  69. Pingback: write my paper in 3 hours
  70. Pingback: where to buy viagra online
  71. Pingback: generic drugs
  72. Pingback: trusted india online pharmacies
  73. Pingback: erection pills online
  74. Pingback: cialis for bph
  75. Pingback: otc viagra
  76. Pingback: viagra dosage for 70 year old
  77. Pingback: cheap viagra online canada pharmacy
  78. Pingback: can you buy zithromax online
  79. Pingback: ed meds online
  80. Pingback: online pharmacy canada
  81. Pingback: Brand Viagra
  82. Pingback: buy antiviral drugs
  83. Pingback: online pharmacy canada
  84. Pingback: approved canadian online pharmacies
  85. Pingback: natural dapoxetine drink
  86. Pingback: new laws for prescription drugs
  87. Pingback: buy viagra online
  88. Pingback: cefepime antibiotic
  89. Pingback: antibiotic resistance anne schuchat
  90. Pingback: zyrtec-d online
  91. Pingback: taking expired viagra
  92. Pingback: benadryl 25 mg over the counter
  93. Pingback: amazon ivermectin pour on
  94. Pingback: cialis vs levitra reviews
  95. Pingback: generic vidalista made in india
  96. Pingback: viagra from canada
  97. Pingback: cheap viagra online
  98. Pingback: canadian mail-order pharmacy
  99. Pingback: cheap zithromax pills
  100. Pingback: do you take cialis everyday
  101. Pingback: can we buy amoxcillin 500mg on ebay without prescription
  102. Pingback: plaquenil side effects weight gain
  103. Pingback: prescription drugs from canada
  104. Pingback: buy viagra online
  105. Pingback: us online cialis
  106. Pingback: cialis generic availability in usa
  107. Pingback: tadalafil generic
  108. Pingback: american college of rheumatology plaquenil
  109. Pingback: viagra
  110. Pingback: pharmacy drug online canada
  111. Pingback: live doctor chat online free
  112. Pingback: ivermectin human dose
  113. Pingback: sildenafil online no prescription
  114. Pingback: ed meds online without doctor
  115. Pingback: pfizer viagra 100mg
  116. Pingback: cialis cheap generic
  117. Pingback: generic sildenafil
  118. Pingback: men's ed pills
  119. Pingback: iqhjftei
  120. Pingback: erection pills that work
  121. Pingback: pharmacy store
  122. Pingback: best pill for ed
  123. Pingback: ed medications online
  124. Pingback: viagra how long does it take to work
  125. Pingback: na hoe lang werkt viagra
  126. Pingback: drugstore online shopping
  127. Pingback: viagra for men online
  128. Pingback: what is the side effects of azithromycin
  129. Pingback: lasix generic name
  130. Pingback: buy cialis tadalafil uk
  131. Pingback: tadalafil
  132. Pingback: generic keflex
  133. Pingback: renal dosing azithromycin
  134. Pingback: sildenafil for women
  135. Pingback: viagra without doctor prescription
  136. Pingback: tadalafil dosage for ed
  137. Pingback: tadalafil without doctor prescription
  138. Pingback: buy amoxil online
  139. Pingback: buy doxycycline online
  140. Pingback: viagra for men
  141. Pingback: buy cephalexin
  142. Pingback: sildenafil at walmart
  143. Pingback: buy cialis tadalafil tablets
  144. Pingback: where to get cialis sample
  145. Pingback: venta de viagra
  146. Pingback: price for cialis at walmart
  147. Pingback: viagra vs cialis
  148. Pingback: viagra 100 mg
  149. Pingback: online essay writing service
  150. Pingback: which of the following skills is most important in learning how to write a research paper?
  151. Pingback: essay writing in english my favourite teacher
  152. Pingback: order original cialis online
  153. Pingback: help write essay
  154. Pingback: ethics in business scholarship essay
  155. Pingback: hydroxychloroquine coronavirus study results
  156. Pingback: hydroxychloroquine covid china
  157. Pingback: hydroxychloroquine testing update
  158. Pingback: chloroquine hydroxychloroquine covid 19
  159. Pingback: covid 19 hydroxychloroquine dosing
  160. Pingback: zovirax side effect
  161. Pingback: prednisone google
  162. Pingback: generic drugs without doctor's prescription
  163. Pingback: generic cialis 20 mg tadalafil
  164. Pingback: generic cialis 20 mg tadalafil
  165. Pingback: tadalafil online pharmacy no prescription
  166. Pingback: amoxicillin rx coupon
  167. Pingback: lasix drug price
  168. Pingback: generic version aurogra
  169. Pingback: azithromycin online pharmacy canada
  170. Pingback: ivermectin cream uk
  171. Pingback: cost of viagra
  172. Pingback: albuterol inhaler
  173. Pingback: viagra over the counter walmart
  174. Pingback: hydroxychloroquine 5 mg
  175. Pingback: can you buy zithromax over the counter in australia
  176. Pingback: viagra from india
  177. Pingback: doxycycline acne dose
  178. Pingback: prednisolone side effects
  179. Pingback: clomid 150
  180. Pingback: dapoxetine order
  181. Pingback: diflucan candida
  182. Pingback: unithroid vs synthroid
  183. Pingback: pet meds without vet prescription
  184. Pingback: us made generic viagra
  185. Pingback: amoxicillin 500mg capsules for sale
  186. Pingback: zithromax online usa no prescription
  187. Pingback: neurontin 2400 mg
  188. Pingback: where to get zithromax over the counter
  189. Pingback: propecia before after
  190. Pingback: order medications online from india
  191. Pingback: neurontin taper schedule
  192. Pingback: januvia and metformin
  193. Pingback: paxil viagra
  194. Pingback: india pharmacy drugs
  195. Pingback: plaquenil company
  196. Pingback: order erectile dysfunction pills
  197. Pingback: buy viagra online without prescription
  198. Pingback: clomid purchase
  199. Pingback: amoxicillin 500mg for sale uk
  200. Pingback: metformin cost mexico
  201. Pingback: cheap generic cialis uk
  202. Pingback: generic propecia for cheap without precscription
  203. Pingback: buy propecia cheap
  204. Pingback: cheap erectile dysfunction pills online
  205. Pingback: where can you buy cialis cheap
  206. Pingback: buy cialis now
  207. Pingback: top ed drugs
  208. Pingback: online pharmacy cialis united states
  209. Pingback: cialis over the counter canada
  210. Pingback: cheapest pharmacy for prescriptions
  211. Pingback: mixing viagra and cialis effects
  212. Pingback: cialis purchase online
  213. Pingback: how to get ciails without a doctor
  214. Pingback: reputable overseas online pharmacies
  215. Pingback: buy cialis online generic
  216. Pingback: where to order prednisone
  217. Pingback: buy cialis doctor
  218. Pingback: find cheap online
  219. Pingback: viagra side effects
  220. Pingback: companies that manufacture hydroxychloroquine
  221. Pingback: lisinopril oral
  222. Pingback: cost of generic lisinopril
  223. Pingback: order original cialis
  224. Pingback: does cialis cause cancer
  225. Pingback: buy cialis online at lowest price
  226. Pingback: pictures of penis on cialis
  227. Pingback: buy cialis toronto
  228. Pingback: uriel pharmacy online store
  229. Pingback: canadian pharmacies store safe to use
  230. Pingback: buy cialis online in canada
  231. Pingback: walgreens cialis price
  232. Pingback: is erythromycin a penicillin derivative
  233. Pingback: buy cialis online cheap
  234. Pingback: albuterol 90 mcg inhaler dosage
  235. Pingback: canada pharmacy online orders
  236. Pingback: can i buy cialis in toronto
  237. Pingback: cialis kick in time
  238. Pingback: buy cialis online cheap
  239. Pingback: cheap medication online
  240. Pingback: how much is valtrex in canada
  241. Pingback: medicine erectile dysfunction
  242. Pingback: best ed pills that work
  243. Pingback: viagra amazon
  244. Pingback: buy doxycycline 100mg
  245. Pingback: buy real viagra online
  246. Pingback: ed men
  247. Pingback: viagra without doctor prescription
  248. Pingback: erectile dysfunction cure
  249. Pingback: where to buy stromectol
  250. Pingback: buy ivermectin nz
  251. Pingback: hydroxychloroquine 700 mg
  252. Pingback: plaquenil cheapest price
  253. Pingback: stromectol 12mg
  254. Pingback: purchase oral ivermectin
  255. Pingback: drugs that cause ed
  256. Pingback: buy ed drugs
  257. Pingback: ed drugs online from canada
  258. Pingback: viagra cost per pill
  259. Pingback: viagra from canada
  260. Pingback: best over the counter viagra
  261. Pingback: cialis 20mg for sale
  262. Pingback: buy cialis tadalafil tablets
  263. Pingback: buy cialis online best price
  264. Pingback: buy hydroxychloroquine 200mg
  265. Pingback: plaquenil south africa
  266. Pingback: cialis 10 mg tablet
  267. Pingback: cialis on paypal
  268. Pingback: free viagra samples no shipping
  269. Pingback: what drugs should not be taken with viagra?
  270. Pingback: does cialis lower your blood pressure
  271. Pingback: best online pharmacy tech programs
  272. Pingback: canadian pharmacy viagra
  273. Pingback: zithromax 250 mg pill
  274. Pingback: zithromax capsules australia
  275. Pingback: is the canadian pharmacy legit
  276. Pingback: buy ivermectin pills
  277. Pingback: buy viagra online without prescriptions
  278. Pingback: regcialist.com
  279. Pingback: drugs for ed
  280. Pingback: pain medications without a prescription
  281. Pingback: plaquenil online
  282. Pingback: hydroxychloroquine order online
  283. Pingback: MKsOrb
  284. Pingback: buying cialis in australia
  285. Pingback: cialis and viagra mix
  286. Pingback: cheap cialis online overnight shipping
  287. Pingback: prednisone 15 mg tablet
  288. Pingback: does seroquel show up on a drug test
  289. Pingback: diabetic foot pain medication
  290. Pingback: canadian pharmacies that ship to us
  291. Pingback: manufacgturers of duloxetine
  292. Pingback: ivermectin pill cost
  293. Pingback: is hydrochlorothiazide potassium sparing
  294. Pingback: ivermectin 3
  295. Pingback: do i have ed
  296. Pingback: ed medicine online
  297. Pingback: side effects of cymbalta
  298. Pingback: ivermectin brand
  299. Pingback: 1
  300. Pingback: buy doxycycline 100mg
  301. Pingback: brand cialis sale
  302. Pingback: cialis purchase online canada
  303. Pingback: buy cialis 20mg
  304. Pingback: buy cialis cheap prices fast delivery
  305. Pingback: what worms does ivermectin kill in dogs
  306. Pingback: agri mectin ivermectin
  307. Pingback: ivermectin 2%
  308. Pingback: is ivermectin a steroid
  309. Pingback: amoxicillin without a doctor's prescription
  310. Pingback: how to cure ed
  311. Pingback: ivermectin pour on for cattle label
  312. Pingback: nolvadex for pct
  313. Pingback: nolvadex estrogen blocker
  314. Pingback: where can i buy nolvadex
  315. Pingback: prednisone 500 mg tablet
  316. Pingback: prednisone 20mg capsule
  317. Pingback: prednisone cream brand name
  318. Pingback: ivermectin usa
  319. Pingback: how much is ivermectin
  320. Pingback: ivermectin
  321. Pingback: canadian pharmacy
  322. Pingback: legal to buy prescription drugs from canada
  323. Pingback: how can i order prescription drugs without a doctor
  324. Pingback: buy prednisone online no script
  325. Pingback: prednisone cost us
  326. Pingback: can i buy prednisone online without prescription
  327. Pingback: ivermectin price comparison
  328. Pingback: buy ivermectin pills
  329. Pingback: buy amoxicilin online
  330. Pingback: furosemide 80
  331. Pingback: neurontin price
  332. Pingback: plaquenil drug
  333. Pingback: prednisone 5092
  334. Pingback: priligy online uk
  335. Pingback: generic modafinil
  336. Pingback: buy viagra
  337. Pingback: ivermectin canada
  338. Pingback: ventolin 10 mg
  339. Pingback: viagra coupon
  340. Pingback: azithromycin cost
  341. Pingback: buy 40mg lasix online
  342. Pingback: 4000mg gabapentin
  343. Pingback: modafinil buy
  344. Pingback: ivermectin 4 mg
  345. Pingback: ventolin sale uk
  346. Pingback: buy valtrex online uk
  347. Pingback: valtrex without presciption
  348. Pingback: how much is a valtrex prescription
  349. Pingback: how to get valtrex without a prescription
  350. Pingback: buy pills online cheap
  351. Pingback: cheap generic drugs from india
  352. Pingback: generic drugs online
  353. Pingback: cialis medication
  354. Pingback: cialis dosage frequency
  355. Pingback: side effects of cialis 5mg
  356. Pingback: cialis dosage recommendations
  357. Pingback: hydroxychloroquine tablets
  358. Pingback: plaquenil 0.2
  359. Pingback: ivermectin new zealand
  360. Pingback: hydroxychloroquine sulfate 300 mg
  361. Pingback: where to buy ivermectin
  362. Pingback: stromectol tablets uk
  363. Pingback: ivermectin 3mg tablets
  364. Pingback: is online cialis safe
  365. Pingback: online cialis florida delivery
  366. Pingback: ivermectin 8000
  367. Pingback: top erection pills
  368. Pingback: ed pills gnc
  369. Pingback: stromectol where to buy
  370. Pingback: ivermectin where to buy for humans
  371. Pingback: ivermectin lotion for lice
  372. Pingback: Exelon
  373. Pingback: anti fungal
  374. Pingback: costco online pharmacy
  375. Pingback: differences between viagra and cialis
  376. Pingback: cialis medication
  377. Pingback: viagra dosage
  378. Pingback: what are the side effect of viagra
  379. Pingback: lisinopril viagra
  380. Pingback: stromectol covid 19
  381. Pingback: over the counter cialis walgreens
  382. Pingback: molnupiravir delta
  383. Pingback: buy viagra pharmacy 100mg
  384. Pingback: clomid rx price
  385. Pingback: Topamax
  386. Pingback: chloroquine for sale
  387. Pingback: latisse amazon
  388. Pingback: zanaflex 4
  389. Pingback: Anonymous
  390. Pingback: cost for ivermectin 3mg
  391. Pingback: shoppers pharmacy
  392. Pingback: Anonymous
  393. Pingback: Anonymous
  394. Pingback: stromectol cost
  395. Pingback: stromectol walgreens
  396. Pingback: how to get ivermectin
  397. Pingback: ivermectin for sale
  398. Pingback: ignition casino help center
  399. Pingback: cost of ivermectin
  400. Pingback: ivermectin buy
  401. Pingback: prednisone 40mg us
  402. Pingback: how to get cialis discount
  403. Pingback: tadalafil without a doctor prescription
  404. Pingback: ivermectin 4
  405. Pingback: ivermectin where to buy
  406. Pingback: buy generic viagra in india
  407. Pingback: soft cialis generic
  408. Pingback: viagra on line
  409. Pingback: order ivermectin for humans
  410. Pingback: cialis over the counter
  411. Pingback: cialis prices
  412. Pingback: generic price for cialis
  413. Pingback: sildenafil tablets for men
  414. Pingback: cialis pricing
  415. Pingback: can you buy cialis in canada
  416. Pingback: anti fungal pills without prescription
  417. Pingback: stromectol 12mg online
  418. Pingback: ed meds online without doctor prescription
  419. Pingback: cheap generic sildenafil pills
  420. Pingback: purchase sildenafil tablets
  421. Pingback: tadalafil otc
  422. Pingback: tadalafil generic
  423. Pingback: peptide tadalafil
  424. Pingback: buy cheap prednisone
  425. Pingback: want to buy prednisone
  426. Pingback: oral antiviral
  427. Pingback: molnupiravir india
  428. Pingback: tadalafil capsules
  429. Pingback: cialis for men
  430. Pingback: ivermectin pill cost
  431. Pingback: generic viagra images
  432. Pingback: prednisone side effects in dogs
  433. Pingback: cialis without a doctor prescription
  434. Pingback: win real money casino
  435. Pingback: generic viagra without subscription walmart
  436. Pingback: borgata poker
  437. Pingback: buy stromectol uk
  438. Pingback: cialis super active
  439. Pingback: where to buy ivermectine us
  440. Pingback: casino games win real money
  441. Pingback: ivermectin generic
  442. Pingback: buying viagra
  443. Pingback: cialis best price
  444. Pingback: cialis online pharmacy
  445. Pingback: ivermectin cream cost
  446. Pingback: ivermectin mexico
  447. Pingback: ivermectin 2%
  448. Pingback: clomid uk
  449. Pingback: ivermectin cost uk
  450. Pingback: doxycycline pills
  451. Pingback: what happens when a woman takes male viagra
  452. Pingback: stromectol 6mg
  453. Pingback: ivermectin uk buy
  454. Pingback: stromectol cvs
  455. Pingback: ivermectin new zealand
  456. Pingback: order furosemide without prescription
  457. Pingback: furosemide price in usa
  458. Pingback: cost of stromectol
  459. Pingback: viagra cialis online
  460. Pingback: ivermectin ivermectinst
  461. Pingback: ivermectin pediatric dose
  462. Pingback: stromectol 12mg
  463. Pingback: stromectol merck
  464. Pingback: is there a female viagra
  465. Pingback: stromectol tablets 3 mg
  466. Pingback: play luckyland
  467. Pingback: cheapest generic cialis
  468. Pingback: ivermectin 500ml
  469. Pingback: stromectol pills
  470. Pingback: ivermectin cream 5%
  471. Pingback: where to get clomid medication
  472. Pingback: clomid 50 mg buy online
  473. Pingback: how much does ivermectin cost
  474. Pingback: ivermectin trial
  475. Pingback: cost of ivermectin 1% cream
  476. Pingback: stromectol usa
  477. Pingback: prices of viagra at walmart
  478. Pingback: ed doctor
  479. Pingback: mazhor4sezon
  480. Pingback: filmfilmfilmes
  481. Pingback: ivermectin 1
  482. Pingback: gRh9UPV
  483. Pingback: how long does ivermectin stay in your system
  484. Pingback: ivermectin tablet 12mg
  485. Pingback: ivermectin medicine
  486. Pingback: injectable ed drugs
  487. Pingback: ed medications online
  488. Pingback: 9-05-2022
  489. Pingback: kinoteatrzarya.ru
  490. Pingback: TopGun2022
  491. Pingback: Xvideos
  492. Pingback: XVIDEOSCOM Videos
  493. Pingback: ivanesva
  494. Pingback: canada ed drugs
  495. Pingback: buy prescription drugs from canada cheap
  496. Pingback: buy prescription drugs online
  497. Pingback: tadalafil without a doctors prescription
  498. Pingback: buy cialis over the counter
  499. Pingback: stromectol stay active
  500. Pingback: Netflix
  501. Pingback: cheap cialis prices
  502. Pingback: Zvezdy-v-Afrike-2-sezon-14-seriya
  503. Pingback: Krylya-nad-Berlinom
  504. Pingback: FILM
  505. Pingback: designchita.ru
  506. Pingback: YA-krasneyu
  507. Pingback: design-human.ru
  508. Pingback: designmsu.ru
  509. Pingback: vkl-design.ru
  510. Pingback: irida-design.ru
  511. Pingback: stromectol 0.1
  512. Pingback: Intimsiti-v-obhod-blokirovok
  513. Pingback: stromectol tablets buy online
  514. Pingback: projectio
  515. Pingback: moskva psiholog online
  516. Pingback: psy online
  517. Pingback: Gz92uNNH
  518. Pingback: do-posle-psihologa
  519. Pingback: uels ukrain
  520. Pingback: stromectol how much it cost
  521. Pingback: DPTPtNqS
  522. Pingback: qQ8KZZE6
  523. Pingback: D6tuzANh
  524. Pingback: SHKALA TONOV
  525. Pingback: Øêàëà òîíîâ
  526. Pingback: russianmanagement.com
  527. Pingback: chelovek-iz-90-h
  528. Pingback: 3Hk12Bl
  529. Pingback: 3NOZC44
  530. Pingback: 01211
  531. Pingback: tor-lyubov-i-grom
  532. Pingback: film-tor-2022
  533. Pingback: hd-tor-2022
  534. Pingback: hdorg2.ru
  535. Pingback: ivermectin on line sales
  536. Pingback: JXNhGmmt
  537. Pingback: Psikholog
  538. Pingback: netstate.ru
  539. Pingback: Link
  540. Pingback: stromectol in canada
  541. Pingback: ivermectin generic cream
  542. Pingback: tor-lyubov-i-grom.ru
  543. Pingback: psy
  544. Pingback: chelovek soznaniye mozg
  545. Pingback: bit.ly
  546. Pingback: cleantalkorg2.ru
  547. Pingback: bucha killings
  548. Pingback: War in Ukraine
  549. Pingback: Ukraine
  550. Pingback: Ukraine news – live
  551. Pingback: The Latest Ukraine News
  552. Pingback: site
  553. Pingback: stats
  554. Pingback: Ukraine-war
  555. Pingback: movies
  556. Pingback: gidonline
  557. Pingback: mir dikogo zapada 4 sezon 4 seriya
  558. Pingback: web
  559. Pingback: film.8filmov.ru
  560. Pingback: video
  561. Pingback: liusia-8-seriiaonlain
  562. Pingback: smotret-polnyj-film-smotret-v-khoroshem-kachestve
  563. Pingback: filmgoda.ru
  564. Pingback: rodnoe-kino-ru
  565. Pingback: confeitofilm
  566. Pingback: stat.netstate.ru
  567. Pingback: sY5am
  568. Pingback: Dom drakona
  569. Pingback: JGXldbkj
  570. Pingback: aOuSjapt
  571. Pingback: ìûøëåíèå
  572. Pingback: psikholog moskva
  573. Pingback: Usik Dzhoshua 2 2022
  574. Pingback: Dim Drakona 2022
  575. Pingback: TwnE4zl6
  576. Pingback: psy 3CtwvjS
  577. Pingback: lalochesia
  578. Pingback: film onlinee
  579. Pingback: programma peredach na segodnya
  580. Pingback: psycholog-v-moskve.ru
  581. Pingback: psycholog-moskva.ru
  582. Pingback: 3qAIwwN
  583. Pingback: video-2
  584. Pingback: sezons.store
  585. Pingback: socionika-eniostyle.ru
  586. Pingback: psy-news.ru
  587. Pingback: 000-1
  588. Pingback: 3SoTS32
  589. Pingback: 3DGofO7
  590. Pingback: wwwi.odnoklassniki-film.ru
  591. Pingback: rftrip.ru
  592. Pingback: dolpsy.ru
  593. Pingback: kin0shki.ru
  594. Pingback: 3o9cpydyue4s8.ru
  595. Pingback: mb588.ru
  596. Pingback: history-of-ukraine.ru news ukraine
  597. Pingback: newsukraine.ru
  598. Pingback: edu-design.ru
  599. Pingback: tftl.ru
  600. Pingback: brutv
  601. Pingback: site 2023
  602. Pingback: forum propecia online
  603. Pingback: how to get propecia cheaper
  604. Pingback: sitestats01
  605. Pingback: 1c789.ru
  606. Pingback: cttdu.ru
  607. Pingback: 1703
  608. Pingback: hdserial2023.ru
  609. Pingback: serialhd2023.ru
  610. Pingback: matchonline2022.ru
  611. Pingback: bit.ly/3OEzOZR
  612. Pingback: bit.ly/3gGFqGq
  613. Pingback: bit.ly/3ARFdXA
  614. Pingback: bit.ly/3ig2UT5
  615. Pingback: bit.ly/3GQNK0J
  616. Pingback: bep5w0Df
  617. Pingback: www
  618. Pingback: icf
  619. Pingback: 24hours-news
  620. Pingback: rusnewsweek
  621. Pingback: uluro-ado
  622. Pingback: irannews.ru
  623. Pingback: klondayk2022
  624. Pingback: tqmFEB3B
  625. Pingback: ciprofloxacin
  626. Pingback: mangalib
  627. Pingback: top erection pills
  628. Pingback: x
  629. Pingback: 9xflix
  630. Pingback: best over the counter medicine for sore throat
  631. Pingback: xnxx
  632. Pingback: 123movies
  633. Pingback: over the counter erectile dysfunction pills
  634. Pingback: 2assembled
  635. Pingback: over-the-counter

Leave a Reply Cancel reply

You must be logged in to post a comment.

Recent Posts

  • Reclaimed oak table
  • Pure bedside table
  • Blocks
  • Coffee Table
  • Pure bed

Recent Comments

  • canadian pharmacy viagra on Internal
  • haikudeck.compresentationscheapprescriptiondrugs on Internal
  • order zithromax without prescription on Step-by-step setup for the SGT working environment
  • discount canadian pharmacies on Internal
  • canadian drug on Internal

Archives

  • October 2014
  • September 2014
  • August 2014
  • June 2014
  • May 2014
  • January 2014
  • November 2013
  • January 2013
  • December 2012

Meta

  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org

David Münch

Copyright 2023


I am one theme by SKTThemes.